COVID-19 Semantic Pneumonia Segmentation and Classification Using Artificial Intelligence

Table 2

Proposed model parameters for training process.

Parameters	Values	Parameters	Values
Input size	256256	Pool size	(2, 2)
Learning rate	0.0001	Batch size	32
Validation split	0.2	Activation function	ReLU
Smart optimization	Talos hyperparameter	Filter size	55
Dropout rate	0.5	Padding	SAME
Epochs	50